Overview
Brought to you by YData
Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 873 |
| Missing cells | 152 |
| Missing cells (%) | 0.4% |
| Duplicate rows | 2 |
| Duplicate rows (%) | 0.2% |
| Total size in memory | 300.2 KiB |
| Average record size in memory | 352.2 B |
Variable types
| Numeric | 5 |
|---|---|
| Categorical | 36 |
| DateTime | 3 |
Alerts
| Dataset has 2 (0.2%) duplicate rows | Duplicates |
max_energy is highly overall correlated with shock_count | High correlation |
rhythm_Asystole is highly overall correlated with rhythm_nan | High correlation |
rhythm_VF is highly overall correlated with shockable_rhythm | High correlation |
rhythm_VT is highly overall correlated with shockable_rhythm | High correlation |
rhythm_nan is highly overall correlated with rhythm_Asystole | High correlation |
shock_count is highly overall correlated with max_energy | High correlation |
shockable_rhythm is highly overall correlated with rhythm_VF and 1 other fields | High correlation |
survival_24h is highly overall correlated with survival_to_discharge | High correlation |
survival_to_discharge is highly overall correlated with survival_24h | High correlation |
coronary_artery_disease is highly imbalanced (87.7%) | Imbalance |
copd is highly imbalanced (53.2%) | Imbalance |
covid_on_admission is highly imbalanced (61.8%) | Imbalance |
shockable_rhythm is highly imbalanced (89.5%) | Imbalance |
survival_24h is highly imbalanced (51.3%) | Imbalance |
survival_to_discharge is highly imbalanced (79.5%) | Imbalance |
rhythm_AF is highly imbalanced (96.7%) | Imbalance |
rhythm_Bradycardia is highly imbalanced (55.1%) | Imbalance |
rhythm_PEA is highly imbalanced (93.3%) | Imbalance |
rhythm_Sinus/Other is highly imbalanced (90.2%) | Imbalance |
rhythm_VF is highly imbalanced (92.5%) | Imbalance |
rhythm_VT is highly imbalanced (95.8%) | Imbalance |
loc_CCU is highly imbalanced (83.0%) | Imbalance |
loc_COVID_WARD is highly imbalanced (91.0%) | Imbalance |
loc_CVU is highly imbalanced (63.0%) | Imbalance |
loc_DSU is highly imbalanced (91.0%) | Imbalance |
loc_FMS is highly imbalanced (75.7%) | Imbalance |
loc_MMS is highly imbalanced (60.1%) | Imbalance |
loc_NEONATAL_ICU is highly imbalanced (98.7%) | Imbalance |
loc_OBSTETRICS is highly imbalanced (98.7%) | Imbalance |
loc_OPERATING_ROOM is highly imbalanced (97.7%) | Imbalance |
loc_PEDIATRIC is highly imbalanced (89.5%) | Imbalance |
loc_PEDIATRIC_ICU is highly imbalanced (97.7%) | Imbalance |
loc_POST_ICU is highly imbalanced (94.1%) | Imbalance |
loc_UNKNOWN is highly imbalanced (98.7%) | Imbalance |
cpr_duration_min has 71 (8.1%) missing values | Missing |
rosc_dt has 70 (8.0%) missing values | Missing |
arrest_to_cpr_min is highly skewed (γ1 = 29.46183923) | Skewed |
shock_count has 830 (95.1%) zeros | Zeros |
max_energy has 830 (95.1%) zeros | Zeros |
cpr_duration_min has 21 (2.4%) zeros | Zeros |
arrest_to_cpr_min has 850 (97.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-14 16:26:55.699750 |
|---|---|
| Analysis finished | 2025-11-14 16:27:06.143501 |
| Duration | 10.44 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
age
Real number (ℝ)
| Distinct | 89 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.147936 |
| Minimum | 0 |
|---|---|
| Maximum | 113 |
| Zeros | 4 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 27.55 |
| Q1 | 64 |
| median | 76 |
| Q3 | 85 |
| 95-th percentile | 91 |
| Maximum | 113 |
| Range | 113 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 19.96495 |
|---|---|
| Coefficient of variation (CV) | 0.28061179 |
| Kurtosis | 3.0699422 |
| Mean | 71.147936 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -1.6905547 |
| Sum | 62041 |
| Variance | 398.59922 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 82 | 42 | 4.8% |
| 86 | 34 | 3.9% |
| 83 | 33 | 3.8% |
| 91 | 32 | 3.7% |
| 79 | 32 | 3.7% |
| 80 | 31 | 3.6% |
| 88 | 29 | 3.3% |
| 71 | 25 | 2.9% |
| 70 | 25 | 2.9% |
| 89 | 24 | 2.7% |
| Other values (79) | 565 |
| Value | Count | Frequency (%) |
| 0 | 4 | 0.5% |
| 1 | 11 | |
| 2 | 5 | |
| 3 | 3 | 0.3% |
| 7 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 13 | 2 | 0.2% |
| 15 | 3 | 0.3% |
| 16 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 113 | 1 | 0.1% |
| 101 | 1 | 0.1% |
| 99 | 1 | 0.1% |
| 98 | 1 | 0.1% |
| 97 | 2 | 0.2% |
| 96 | 2 | 0.2% |
| 95 | 1 | 0.1% |
| 94 | 16 | |
| 93 | 4 | 0.5% |
| 92 | 12 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.0011455 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 445 | |
| 0 | 427 | |
| -1 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 446 | |
| 0 | 427 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 446 | |
| 0 | 427 | |
| - | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 446 | |
| 0 | 427 | |
| - | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 446 | |
| 0 | 427 | |
| - | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 446 | |
| 0 | 427 | |
| - | 1 | 0.1% |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.0137457 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 665 | |
| 1 | 196 | 22.5% |
| -1 | 12 | 1.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 665 | |
| 1 | 208 | 23.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 665 | |
| 1 | 208 | 23.5% |
| - | 12 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 885 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 665 | |
| 1 | 208 | 23.5% |
| - | 12 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 885 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 665 | |
| 1 | 208 | 23.5% |
| - | 12 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 885 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 665 | |
| 1 | 208 | 23.5% |
| - | 12 | 1.4% |
coronary_artery_disease
Categorical
Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 24 |
| -1 | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.0011455 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 24 | 2.7% |
| -1 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 25 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 25 | 2.9% |
| - | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 25 | 2.9% |
| - | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 25 | 2.9% |
| - | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 848 | |
| 1 | 25 | 2.9% |
| - | 1 | 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 699 | |
| 1 | 174 | 19.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 699 | |
| 1 | 174 | 19.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 699 | |
| 1 | 174 | 19.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 699 | |
| 1 | 174 | 19.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 699 | |
| 1 | 174 | 19.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 699 | |
| 1 | 174 | 19.9% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 491 | |
| 0 | 382 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 491 | |
| 0 | 382 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 491 | |
| 0 | 382 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 491 | |
| 0 | 382 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 491 | |
| 0 | 382 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 491 | |
| 0 | 382 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.0011455 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 535 | |
| 0 | 337 | |
| -1 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 536 | |
| 0 | 337 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 536 | |
| 0 | 337 | |
| - | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 536 | |
| 0 | 337 | |
| - | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 536 | |
| 0 | 337 | |
| - | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 536 | |
| 0 | 337 | |
| - | 1 | 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 786 | |
| 1 | 87 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 786 | |
| 1 | 87 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 786 | |
| 1 | 87 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 786 | |
| 1 | 87 | 10.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 786 | |
| 1 | 87 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 786 | |
| 1 | 87 | 10.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.0011455 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 478 | |
| 1 | 394 | |
| -1 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 478 | |
| 1 | 395 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 478 | |
| 1 | 395 | |
| - | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 478 | |
| 1 | 395 | |
| - | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 478 | |
| 1 | 395 | |
| - | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 478 | |
| 1 | 395 | |
| - | 1 | 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 752 | |
| 1 | 121 | 13.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 752 | |
| 1 | 121 | 13.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 752 | |
| 1 | 121 | 13.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 752 | |
| 1 | 121 | 13.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 752 | |
| 1 | 121 | 13.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 752 | |
| 1 | 121 | 13.9% |
covid_on_admission
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 65 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 808 | |
| 1 | 65 | 7.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 808 | |
| 1 | 65 | 7.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 808 | |
| 1 | 65 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 808 | |
| 1 | 65 | 7.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 808 | |
| 1 | 65 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 808 | |
| 1 | 65 | 7.4% |
shock_count
Real number (ℝ)
High correlation Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.098510882 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 830 |
| Zeros (%) | 95.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.55801917 |
|---|---|
| Coefficient of variation (CV) | 5.6645434 |
| Kurtosis | 104.01511 |
| Mean | 0.098510882 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.8834649 |
| Sum | 86 |
| Variance | 0.31138539 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 830 | |
| 1 | 22 | 2.5% |
| 2 | 12 | 1.4% |
| 3 | 4 | 0.5% |
| 4 | 2 | 0.2% |
| 9 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 830 | |
| 1 | 22 | 2.5% |
| 2 | 12 | 1.4% |
| 3 | 4 | 0.5% |
| 4 | 2 | 0.2% |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 4 | 2 | 0.2% |
| 3 | 4 | 0.5% |
| 2 | 12 | 1.4% |
| 1 | 22 | 2.5% |
| 0 | 830 |
max_energy
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.184422 |
| Minimum | 0 |
|---|---|
| Maximum | 400 |
| Zeros | 830 |
| Zeros (%) | 95.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 400 |
| Range | 400 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 60.043441 |
|---|---|
| Coefficient of variation (CV) | 4.5541202 |
| Kurtosis | 21.077352 |
| Mean | 13.184422 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.6530642 |
| Sum | 11510 |
| Variance | 3605.2148 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 830 | |
| 200 | 20 | 2.3% |
| 360 | 12 | 1.4% |
| 270 | 7 | 0.8% |
| 300 | 3 | 0.3% |
| 400 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 830 | |
| 200 | 20 | 2.3% |
| 270 | 7 | 0.8% |
| 300 | 3 | 0.3% |
| 360 | 12 | 1.4% |
| 400 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 400 | 1 | 0.1% |
| 360 | 12 | 1.4% |
| 300 | 3 | 0.3% |
| 270 | 7 | 0.8% |
| 200 | 20 | 2.3% |
| 0 | 830 |
shockable_rhythm
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 12 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 1 | 12 | 1.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 1 | 12 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 1 | 12 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 1 | 12 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 1 | 12 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 1 | 12 | 1.4% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 481 | |
| 0 | 392 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 481 | |
| 0 | 392 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 481 | |
| 0 | 392 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 481 | |
| 0 | 392 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 481 | |
| 0 | 392 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 481 | |
| 0 | 392 |
survival_24h
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | |
| -1 | 2 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.002291 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 684 | |
| 1 | 187 | 21.4% |
| -1 | 2 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 684 | |
| 1 | 189 | 21.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 684 | |
| 1 | 189 | 21.6% |
| - | 2 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 875 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 684 | |
| 1 | 189 | 21.6% |
| - | 2 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 875 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 684 | |
| 1 | 189 | 21.6% |
| - | 2 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 875 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 684 | |
| 1 | 189 | 21.6% |
| - | 2 | 0.2% |
survival_to_discharge
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 49 |
| -1 | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.0011455 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 823 | |
| 1 | 49 | 5.6% |
| -1 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 823 | |
| 1 | 50 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 823 | |
| 1 | 50 | 5.7% |
| - | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 823 | |
| 1 | 50 | 5.7% |
| - | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 823 | |
| 1 | 50 | 5.7% |
| - | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 874 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 823 | |
| 1 | 50 | 5.7% |
| - | 1 | 0.1% |
cpr_duration_min
Real number (ℝ)
Missing Zeros
| Distinct | 204 |
|---|---|
| Distinct (%) | 25.4% |
| Missing | 71 |
| Missing (%) | 8.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38952.296 |
| Minimum | 0 |
|---|---|
| Maximum | 466614 |
| Zeros | 21 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 13 |
| Q3 | 31.75 |
| 95-th percentile | 295207 |
| Maximum | 466614 |
| Range | 466614 |
| Interquartile range (IQR) | 25.75 |
Descriptive statistics
| Standard deviation | 95046.192 |
|---|---|
| Coefficient of variation (CV) | 2.4400665 |
| Kurtosis | 6.5865878 |
| Mean | 38952.296 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.6898374 |
| Sum | 31239741 |
| Variance | 9.0337787 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 52 | 6.0% |
| 10 | 43 | 4.9% |
| 8 | 35 | 4.0% |
| 6 | 34 | 3.9% |
| 4 | 32 | 3.7% |
| 2 | 32 | 3.7% |
| 15 | 31 | 3.6% |
| 11 | 30 | 3.4% |
| 12 | 26 | 3.0% |
| 7 | 25 | 2.9% |
| Other values (194) | 462 | |
| (Missing) | 71 | 8.1% |
| Value | Count | Frequency (%) |
| 0 | 21 | |
| 1 | 8 | 0.9% |
| 2 | 32 | |
| 3 | 25 | |
| 4 | 32 | |
| 5 | 52 | |
| 6 | 34 | |
| 7 | 25 | |
| 8 | 35 | |
| 9 | 21 |
| Value | Count | Frequency (%) |
| 466614 | 1 | |
| 466573 | 1 | |
| 465140 | 1 | |
| 465130 | 1 | |
| 465125 | 1 | |
| 424813 | 1 | |
| 424810 | 1 | |
| 424807 | 1 | |
| 423383 | 1 | |
| 423370 | 1 |
arrest_to_cpr_min
Real number (ℝ)
Skewed Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 5 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.260369 |
| Minimum | 0 |
|---|---|
| Maximum | 83520 |
| Zeros | 850 |
| Zeros (%) | 97.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 83520 |
| Range | 83520 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2834.8522 |
|---|---|
| Coefficient of variation (CV) | 29.449837 |
| Kurtosis | 867.99998 |
| Mean | 96.260369 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.461839 |
| Sum | 83554 |
| Variance | 8036387 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 850 | |
| 2 | 8 | 0.9% |
| 1 | 5 | 0.6% |
| 3 | 3 | 0.3% |
| 83520 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| (Missing) | 5 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 850 | |
| 1 | 5 | 0.6% |
| 2 | 8 | 0.9% |
| 3 | 3 | 0.3% |
| 4 | 1 | 0.1% |
| 83520 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 83520 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 3 | 3 | 0.3% |
| 2 | 8 | 0.9% |
| 1 | 5 | 0.6% |
| 0 | 850 |
cpr_dt
Date
| Distinct | 857 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 5 |
| Missing (%) | 0.6% |
| Memory size | 6.9 KiB |
| Minimum | 2018-04-05 15:00:00 |
|---|---|
| Maximum | 2024-02-29 01:45:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
arrest_dt
Date
| Distinct | 861 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| Minimum | 2018-04-05 15:00:00 |
|---|---|
| Maximum | 2024-02-29 01:45:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
rosc_dt
Date
Missing
| Distinct | 793 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 70 |
| Missing (%) | 8.0% |
| Memory size | 6.9 KiB |
| Minimum | 2018-05-14 02:01:00 |
|---|---|
| Maximum | 2024-11-02 23:16:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
rhythm_AF
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 870 | |
| 1 | 3 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 870 | |
| 1 | 3 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 870 | |
| 1 | 3 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 870 | |
| 1 | 3 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 870 | |
| 1 | 3 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 870 | |
| 1 | 3 | 0.3% |
rhythm_Asystole
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 450 | |
| 1 | 423 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 450 | |
| 1 | 423 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 450 | |
| 1 | 423 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 450 | |
| 1 | 423 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 450 | |
| 1 | 423 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 450 | |
| 1 | 423 |
rhythm_Bradycardia
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 791 | |
| 1 | 82 | 9.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 791 | |
| 1 | 82 | 9.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 791 | |
| 1 | 82 | 9.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 791 | |
| 1 | 82 | 9.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 791 | |
| 1 | 82 | 9.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 791 | |
| 1 | 82 | 9.4% |
rhythm_PEA
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 7 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 1 | 7 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 1 | 7 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 1 | 7 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 1 | 7 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 1 | 7 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 866 | |
| 1 | 7 | 0.8% |
rhythm_Sinus/Other
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 11 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 862 | |
| 1 | 11 | 1.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 862 | |
| 1 | 11 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 862 | |
| 1 | 11 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 862 | |
| 1 | 11 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 862 | |
| 1 | 11 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 862 | |
| 1 | 11 | 1.3% |
rhythm_VF
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 865 | |
| 1 | 8 | 0.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 865 | |
| 1 | 8 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 865 | |
| 1 | 8 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 865 | |
| 1 | 8 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 865 | |
| 1 | 8 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 865 | |
| 1 | 8 | 0.9% |
rhythm_VT
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 4 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 4 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 4 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 4 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 4 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 869 | |
| 1 | 4 | 0.5% |
rhythm_nan
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 538 | |
| 1 | 335 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 538 | |
| 1 | 335 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 538 | |
| 1 | 335 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 538 | |
| 1 | 335 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 538 | |
| 1 | 335 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 538 | |
| 1 | 335 |
loc_CCU
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 22 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 851 | |
| 1 | 22 | 2.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 851 | |
| 1 | 22 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 851 | |
| 1 | 22 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 851 | |
| 1 | 22 | 2.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 851 | |
| 1 | 22 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 851 | |
| 1 | 22 | 2.5% |
loc_COVID_WARD
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 10 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 10 | 1.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 10 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 10 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 10 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 10 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 10 | 1.1% |
loc_CVU
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 62 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 811 | |
| 1 | 62 | 7.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 811 | |
| 1 | 62 | 7.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 811 | |
| 1 | 62 | 7.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 811 | |
| 1 | 62 | 7.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 811 | |
| 1 | 62 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 811 | |
| 1 | 62 | 7.1% |
loc_DSU
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 10 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 10 | 1.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 10 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 10 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 10 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 10 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 863 | |
| 1 | 10 | 1.1% |
loc_FMS
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 35 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 35 | 4.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 35 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 35 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 35 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 35 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 838 | |
| 1 | 35 | 4.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 640 | |
| 0 | 233 | 26.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 640 | |
| 0 | 233 | 26.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 640 | |
| 0 | 233 | 26.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 640 | |
| 0 | 233 | 26.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 640 | |
| 0 | 233 | 26.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 640 | |
| 0 | 233 | 26.7% |
loc_MMS
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 69 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 804 | |
| 1 | 69 | 7.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 804 | |
| 1 | 69 | 7.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 804 | |
| 1 | 69 | 7.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 804 | |
| 1 | 69 | 7.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 804 | |
| 1 | 69 | 7.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 804 | |
| 1 | 69 | 7.9% |
loc_NEONATAL_ICU
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
loc_OBSTETRICS
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
loc_OPERATING_ROOM
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 1 | 2 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 1 | 2 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 1 | 2 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 1 | 2 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 1 | 2 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 1 | 2 | 0.2% |
loc_PEDIATRIC
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 12 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 1 | 12 | 1.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 1 | 12 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 1 | 12 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 1 | 12 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 1 | 12 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 1 | 12 | 1.4% |
loc_PEDIATRIC_ICU
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 1 | 2 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 1 | 2 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 1 | 2 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 1 | 2 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 1 | 2 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 871 | |
| 1 | 2 | 0.2% |
loc_POST_ICU
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 6 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 867 | |
| 1 | 6 | 0.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 867 | |
| 1 | 6 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 867 | |
| 1 | 6 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 867 | |
| 1 | 6 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 867 | |
| 1 | 6 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 867 | |
| 1 | 6 | 0.7% |
loc_UNKNOWN
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.9 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 873 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 872 | |
| 1 | 1 | 0.1% |
Interactions
Correlations
| age | arrest_to_cpr_min | cancer | copd | coronary_artery_disease | covid_on_admission | cpr_duration_min | diabetes | gender | heart_disease | heart_failure | hypertension | loc_CCU | loc_COVID_WARD | loc_CVU | loc_DSU | loc_FMS | loc_ICU | loc_MMS | loc_NEONATAL_ICU | loc_OBSTETRICS | loc_OPERATING_ROOM | loc_PEDIATRIC | loc_PEDIATRIC_ICU | loc_POST_ICU | loc_UNKNOWN | max_energy | rhythm_AF | rhythm_Asystole | rhythm_Bradycardia | rhythm_PEA | rhythm_Sinus/Other | rhythm_VF | rhythm_VT | rhythm_nan | rosc | shock_count | shockable_rhythm | smoking | survival_24h | survival_to_discharge | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | -0.008 | 0.204 | 0.077 | 0.000 | 0.123 | -0.001 | 0.251 | 0.087 | 0.343 | 0.169 | 0.331 | 0.038 | 0.090 | 0.000 | 0.092 | 0.015 | 0.070 | 0.135 | 0.164 | 0.000 | 0.000 | 0.076 | 0.254 | 0.077 | 0.164 | -0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.060 | 0.076 | 0.000 | 0.000 | 0.076 | -0.012 | 0.000 | 0.177 | 0.145 | 0.228 |
| arrest_to_cpr_min | -0.008 | 1.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.057 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.078 | 0.000 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.078 | 0.000 | 0.000 | 0.045 | 0.000 |
| cancer | 0.204 | 0.011 | 1.000 | 0.089 | 0.050 | 0.046 | 0.031 | 0.101 | 0.000 | 0.112 | 0.081 | 0.108 | 0.042 | 0.000 | 0.021 | 0.000 | 0.029 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.042 | 0.051 | 0.000 | 0.000 | 0.059 | 0.058 | 0.030 |
| copd | 0.077 | 0.000 | 0.089 | 1.000 | 0.000 | 0.064 | 0.075 | 0.000 | 0.000 | 0.099 | 0.000 | 0.069 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.037 | 0.128 | 0.000 | 0.061 | 0.000 | 0.000 |
| coronary_artery_disease | 0.000 | 0.000 | 0.050 | 0.000 | 1.000 | 0.000 | 0.000 | 0.144 | 0.000 | 0.144 | 0.000 | 0.000 | 0.096 | 0.000 | 0.000 | 0.000 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.059 | 0.000 | 0.032 |
| covid_on_admission | 0.123 | 0.000 | 0.046 | 0.064 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.050 | 0.000 | 0.000 | 0.358 | 0.061 | 0.064 | 0.000 | 0.296 | 0.377 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.056 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.074 | 0.123 | 0.000 | 0.098 | 0.058 | 0.018 |
| cpr_duration_min | -0.001 | 0.057 | 0.031 | 0.075 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.076 | 0.061 | 0.000 | 0.000 | 0.000 | 0.000 | 0.047 | 0.000 | 0.000 | 0.051 | 0.000 | 0.000 | 0.267 | 0.000 | 0.000 | 0.000 | 0.000 | 0.110 | 0.000 | 0.000 | 0.125 | 0.046 | 0.033 | 0.119 | 0.071 | 0.071 | 0.073 | 0.111 | 0.095 | 0.011 | 0.000 | 0.090 |
| diabetes | 0.251 | 0.000 | 0.101 | 0.000 | 0.144 | 0.000 | 0.000 | 1.000 | 0.018 | 0.265 | 0.102 | 0.263 | 0.092 | 0.000 | 0.127 | 0.000 | 0.031 | 0.033 | 0.000 | 0.000 | 0.000 | 0.000 | 0.073 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.296 | 0.000 | 0.000 | 0.000 | 0.070 | 0.000 | 0.000 | 0.202 | 0.031 | 0.089 |
| gender | 0.087 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 1.000 | 0.069 | 0.000 | 0.097 | 0.000 | 0.000 | 0.018 | 0.000 | 0.143 | 0.000 | 0.089 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.106 | 0.020 | 0.000 |
| heart_disease | 0.343 | 0.000 | 0.112 | 0.099 | 0.144 | 0.029 | 0.076 | 0.265 | 0.069 | 1.000 | 0.436 | 0.363 | 0.051 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.042 | 0.000 | 0.000 | 0.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.086 | 0.064 | 0.036 |
| heart_failure | 0.169 | 0.000 | 0.081 | 0.000 | 0.000 | 0.050 | 0.061 | 0.102 | 0.000 | 0.436 | 1.000 | 0.185 | 0.107 | 0.000 | 0.000 | 0.000 | 0.015 | 0.099 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.072 | 0.000 | 0.016 | 0.000 | 0.000 |
| hypertension | 0.331 | 0.000 | 0.108 | 0.069 | 0.000 | 0.000 | 0.000 | 0.263 | 0.097 | 0.363 | 0.185 | 1.000 | 0.022 | 0.000 | 0.078 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.074 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.349 | 0.000 | 0.000 | 0.040 | 0.000 | 0.283 | 0.031 | 0.041 | 0.092 |
| loc_CCU | 0.038 | 0.000 | 0.042 | 0.000 | 0.096 | 0.000 | 0.000 | 0.092 | 0.000 | 0.051 | 0.107 | 0.022 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.256 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.098 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.036 | 0.074 | 0.000 | 0.090 | 0.000 | 0.000 |
| loc_COVID_WARD | 0.090 | 0.000 | 0.000 | 0.000 | 0.000 | 0.358 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.163 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.167 | 0.000 | 0.000 |
| loc_CVU | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.061 | 0.000 | 0.127 | 0.018 | 0.024 | 0.000 | 0.078 | 0.000 | 0.000 | 1.000 | 0.000 | 0.030 | 0.452 | 0.064 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.019 | 0.116 | 0.000 | 0.000 | 0.056 | 0.158 |
| loc_DSU | 0.092 | 0.000 | 0.000 | 0.000 | 0.000 | 0.064 | 0.047 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.163 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.128 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.037 | 0.010 | 0.000 |
| loc_FMS | 0.015 | 0.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.143 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.030 | 0.000 | 1.000 | 0.331 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.062 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 |
| loc_ICU | 0.070 | 0.000 | 0.000 | 0.000 | 0.037 | 0.296 | 0.000 | 0.033 | 0.000 | 0.000 | 0.099 | 0.000 | 0.256 | 0.163 | 0.452 | 0.163 | 0.331 | 1.000 | 0.480 | 0.000 | 0.000 | 0.040 | 0.182 | 0.040 | 0.117 | 0.000 | 0.062 | 0.000 | 0.027 | 0.000 | 0.021 | 0.013 | 0.000 | 0.000 | 0.061 | 0.000 | 0.059 | 0.017 | 0.034 | 0.022 | 0.090 |
| loc_MMS | 0.135 | 0.000 | 0.012 | 0.000 | 0.000 | 0.377 | 0.051 | 0.000 | 0.089 | 0.042 | 0.000 | 0.000 | 0.000 | 0.000 | 0.064 | 0.000 | 0.036 | 0.480 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.092 | 0.072 | 0.000 | 0.000 | 0.000 | 0.000 |
| loc_NEONATAL_ICU | 0.164 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 | 0.000 |
| loc_OBSTETRICS | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| loc_OPERATING_ROOM | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.267 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| loc_PEDIATRIC | 0.076 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 0.000 | 0.073 | 0.000 | 0.029 | 0.000 | 0.074 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.182 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 | 0.045 | 0.000 | 0.000 |
| loc_PEDIATRIC_ICU | 0.254 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| loc_POST_ICU | 0.077 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.117 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| loc_UNKNOWN | 0.164 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 | 0.000 |
| max_energy | -0.010 | 0.078 | 0.000 | 0.000 | 0.000 | 0.000 | 0.110 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.098 | 0.000 | 0.066 | 0.000 | 0.062 | 0.062 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.040 | 0.000 | 0.067 | 0.000 | 0.086 | 0.494 | 0.032 | 0.000 | 0.999 | 0.291 | 0.000 | 0.000 | 0.085 |
| rhythm_AF | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 | 0.000 |
| rhythm_Asystole | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.036 | 0.000 | 0.040 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.016 | 1.000 | 0.307 | 0.066 | 0.093 | 0.074 | 0.035 | 0.762 | 0.160 | 0.032 | 0.099 | 0.000 | 0.147 | 0.112 |
| rhythm_Bradycardia | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.056 | 0.125 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.307 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.248 | 0.074 | 0.000 | 0.000 | 0.000 | 0.066 | 0.000 |
| rhythm_PEA | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.067 | 0.000 | 0.066 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.047 | 0.026 | 0.366 | 0.000 | 0.000 | 0.099 | 0.000 |
| rhythm_Sinus/Other | 0.060 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.033 | 0.296 | 0.011 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.128 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.093 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.071 | 0.037 | 0.000 | 0.000 | 0.066 | 0.078 | 0.039 |
| rhythm_VF | 0.076 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.119 | 0.000 | 0.000 | 0.000 | 0.000 | 0.349 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.086 | 0.000 | 0.074 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.054 | 0.000 | 0.174 | 0.763 | 0.000 | 0.084 | 0.124 |
| rhythm_VT | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.071 | 0.000 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.494 | 0.000 | 0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.013 | 0.028 | 0.105 | 0.501 | 0.000 | 0.075 | 0.031 |
| rhythm_nan | 0.000 | 0.000 | 0.042 | 0.000 | 0.000 | 0.000 | 0.071 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.051 | 0.061 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.012 | 0.004 | 0.000 | 0.032 | 0.000 | 0.762 | 0.248 | 0.047 | 0.071 | 0.054 | 0.013 | 1.000 | 0.062 | 0.000 | 0.076 | 0.000 | 0.000 | 0.049 |
| rosc | 0.076 | 0.000 | 0.051 | 0.037 | 0.000 | 0.074 | 0.073 | 0.070 | 0.000 | 0.000 | 0.000 | 0.040 | 0.036 | 0.000 | 0.019 | 0.027 | 0.000 | 0.000 | 0.092 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.160 | 0.074 | 0.026 | 0.037 | 0.000 | 0.028 | 0.062 | 1.000 | 0.000 | 0.046 | 0.029 | 0.472 | 0.217 |
| shock_count | -0.012 | 0.078 | 0.000 | 0.128 | 0.000 | 0.123 | 0.111 | 0.000 | 0.000 | 0.000 | 0.072 | 0.000 | 0.074 | 0.000 | 0.116 | 0.000 | 0.000 | 0.059 | 0.072 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.999 | 0.000 | 0.032 | 0.000 | 0.366 | 0.000 | 0.174 | 0.105 | 0.000 | 0.000 | 1.000 | 0.223 | 0.124 | 0.018 | 0.000 |
| shockable_rhythm | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.095 | 0.000 | 0.000 | 0.000 | 0.000 | 0.283 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.291 | 0.000 | 0.099 | 0.000 | 0.000 | 0.000 | 0.763 | 0.501 | 0.076 | 0.046 | 0.223 | 1.000 | 0.000 | 0.121 | 0.134 |
| smoking | 0.177 | 0.000 | 0.059 | 0.061 | 0.059 | 0.098 | 0.011 | 0.202 | 0.106 | 0.086 | 0.016 | 0.031 | 0.090 | 0.167 | 0.000 | 0.037 | 0.004 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.000 | 0.000 | 0.000 | 0.029 | 0.124 | 0.000 | 1.000 | 0.038 | 0.038 |
| survival_24h | 0.145 | 0.045 | 0.058 | 0.000 | 0.000 | 0.058 | 0.000 | 0.031 | 0.020 | 0.064 | 0.000 | 0.041 | 0.000 | 0.000 | 0.056 | 0.010 | 0.000 | 0.022 | 0.000 | 0.044 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 | 0.000 | 0.044 | 0.147 | 0.066 | 0.099 | 0.078 | 0.084 | 0.075 | 0.000 | 0.472 | 0.018 | 0.121 | 0.038 | 1.000 | 0.598 |
| survival_to_discharge | 0.228 | 0.000 | 0.030 | 0.000 | 0.032 | 0.018 | 0.090 | 0.089 | 0.000 | 0.036 | 0.000 | 0.092 | 0.000 | 0.000 | 0.158 | 0.000 | 0.000 | 0.090 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.085 | 0.000 | 0.112 | 0.000 | 0.000 | 0.039 | 0.124 | 0.031 | 0.049 | 0.217 | 0.000 | 0.134 | 0.038 | 0.598 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| age | gender | smoking | coronary_artery_disease | heart_failure | heart_disease | hypertension | copd | diabetes | cancer | covid_on_admission | shock_count | max_energy | shockable_rhythm | rosc | survival_24h | survival_to_discharge | cpr_duration_min | arrest_to_cpr_min | cpr_dt | arrest_dt | rosc_dt | rhythm_AF | rhythm_Asystole | rhythm_Bradycardia | rhythm_PEA | rhythm_Sinus/Other | rhythm_VF | rhythm_VT | rhythm_nan | loc_CCU | loc_COVID_WARD | loc_CVU | loc_DSU | loc_FMS | loc_ICU | loc_MMS | loc_NEONATAL_ICU | loc_OBSTETRICS | loc_OPERATING_ROOM | loc_PEDIATRIC | loc_PEDIATRIC_ICU | loc_POST_ICU | loc_UNKNOWN | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 51.0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 15.0 | 0.0 | 2018-06-26 15:15:00 | 2018-06-26 15:15:00 | 2018-06-26 15:30:00 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 55.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 38.0 | 2.0 | 2018-07-14 14:32:00 | 2018-07-14 14:30:00 | 2018-07-14 15:10:00 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 53.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 2018-07-30 15:30:00 | 2018-07-30 15:30:00 | 2018-07-30 15:30:00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 78.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | NaN | 0.0 | 2018-10-14 14:00:00 | 2018-10-14 14:00:00 | NaT | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 74.0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 213135.0 | 0.0 | 2018-06-11 04:15:00 | 2018-06-11 04:15:00 | 2018-11-06 04:30:00 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 43.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 24.0 | 0.0 | 2018-11-22 20:37:00 | 2018-11-22 20:37:00 | 2018-11-22 21:01:00 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 59.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 41772.0 | 0.0 | 2018-09-10 12:35:00 | 2018-09-10 12:35:00 | 2018-10-09 12:47:00 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 89.0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 16.0 | 0.0 | 2018-11-26 06:01:00 | 2018-11-26 06:01:00 | 2018-11-26 06:17:00 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | 30.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12.0 | 0.0 | 2018-06-17 10:44:00 | 2018-06-17 10:44:00 | 2018-06-17 10:56:00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | 70.0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 48.0 | 0.0 | 2018-08-28 18:12:00 | 2018-08-28 18:12:00 | 2018-08-28 19:00:00 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| age | gender | smoking | coronary_artery_disease | heart_failure | heart_disease | hypertension | copd | diabetes | cancer | covid_on_admission | shock_count | max_energy | shockable_rhythm | rosc | survival_24h | survival_to_discharge | cpr_duration_min | arrest_to_cpr_min | cpr_dt | arrest_dt | rosc_dt | rhythm_AF | rhythm_Asystole | rhythm_Bradycardia | rhythm_PEA | rhythm_Sinus/Other | rhythm_VF | rhythm_VT | rhythm_nan | loc_CCU | loc_COVID_WARD | loc_CVU | loc_DSU | loc_FMS | loc_ICU | loc_MMS | loc_NEONATAL_ICU | loc_OBSTETRICS | loc_OPERATING_ROOM | loc_PEDIATRIC | loc_PEDIATRIC_ICU | loc_POST_ICU | loc_UNKNOWN | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 863 | 84.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 296646.0 | 0.0 | 2024-02-09 07:38:00 | 2024-02-09 07:38:00 | 2024-09-02 07:44:00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 864 | 86.0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 338406.0 | 0.0 | 2024-02-10 11:12:00 | 2024-02-10 11:12:00 | 2024-10-02 11:18:00 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 865 | 70.0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7.0 | 0.0 | 2024-02-13 14:37:00 | 2024-02-13 14:37:00 | 2024-02-13 14:44:00 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 866 | 82.0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2.0 | 0.0 | 2024-02-15 03:24:00 | 2024-02-15 03:24:00 | 2024-02-15 03:26:00 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 867 | 65.0 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 15.0 | 0.0 | 2024-02-16 06:00:00 | 2024-02-16 06:00:00 | 2024-02-16 06:15:00 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 868 | 74.0 | 1 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 21.0 | 0.0 | 2024-02-16 20:13:00 | 2024-02-16 20:13:00 | 2024-02-16 20:34:00 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 869 | 57.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 3.0 | 0.0 | 2024-02-23 15:35:00 | 2024-02-23 15:35:00 | 2024-02-23 15:38:00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 870 | 67.0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 18.0 | 0.0 | 2024-02-27 10:02:00 | 2024-02-27 10:02:00 | 2024-02-27 10:20:00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 871 | 70.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 6.0 | 0.0 | 2024-02-27 19:15:00 | 2024-02-27 19:15:00 | 2024-02-27 19:21:00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 872 | 64.0 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 27.0 | 0.0 | 2024-02-29 01:45:00 | 2024-02-29 01:45:00 | 2024-02-29 02:12:00 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Duplicate rows
Most frequently occurring
| age | gender | smoking | coronary_artery_disease | heart_failure | heart_disease | hypertension | copd | diabetes | cancer | covid_on_admission | shock_count | max_energy | shockable_rhythm | rosc | survival_24h | survival_to_discharge | cpr_duration_min | arrest_to_cpr_min | cpr_dt | arrest_dt | rosc_dt | rhythm_AF | rhythm_Asystole | rhythm_Bradycardia | rhythm_PEA | rhythm_Sinus/Other | rhythm_VF | rhythm_VT | rhythm_nan | loc_CCU | loc_COVID_WARD | loc_CVU | loc_DSU | loc_FMS | loc_ICU | loc_MMS | loc_NEONATAL_ICU | loc_OBSTETRICS | loc_OPERATING_ROOM | loc_PEDIATRIC | loc_PEDIATRIC_ICU | loc_POST_ICU | loc_UNKNOWN | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 10.0 | 0.0 | 2020-07-18 07:00:00 | 2020-07-18 07:00:00 | 2020-07-18 07:10:00 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 1 | 91.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 6.0 | 0.0 | 2023-03-22 15:50:00 | 2023-03-22 15:50:00 | 2023-03-22 15:56:00 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |